What is advanced machine learning?

Advanced machine learning is a field of computer science that looks at how to improve computing power by allowing programs to learn as they run, without additional programming. It is a form of artificial intelligence. Advanced machine learning calls for sophisticated programming that includes statistical analysis and generative adversarial networks to find the best path to learning.

What are typical careers that use advanced machine learning?

Typical careers that use advanced machine learning are in data engineering, data science, and computer programming. These are fields where work with big data sets is expected to increase. Advanced machine learning is also widely used in algorithmic trading and finance, so people who want to work in financial markets may want to learn it. Advanced machine learning is a field that is expected to grow as more computing environments include some aspects of machine learning. Management careers that involve data analysis, strategic planning, and prediction are easier when the programs can learn about the data involved.

How can online courses help me learn advanced machine learning?

Online courses can help you learn advanced machine learning through courses, Specializations, and Professional Certificates offered by universities and by software companies. Courses in Apache Spark, Keras, TensorFlow, MongoDb, and PySpark, among other packages, can help you learn how machine learning works in specific programming environments. Other classes cover the math and statistics needed to understand the underlying logic. Despite the name, not all courses are at an advanced level, although beginner courses in advanced machine learning call for background knowledge. Specializations and Guided Projects help you demonstrate your knowledge and test what you know.

What skills or experience should I have before pursuing advanced machine learning?

You'll want to make sure you have a strong foundation of machine learning fundamentals before moving onto advanced concepts and classes. It's helpful to know the fundamentals of scalable data science and mathematics, including linear algebra and multivariate calculus. Programming, especially in Python, is also recommended, as is basic knowledge of SQL.

Top Advanced Machine Learning Courses - Learn Advanced Machine Learning Online

Skip to search results

Filter by

Subject
Required

Computer Science(1,516)

Data Science(1,316)

Information Technology(1,039)

Business(845)

Language
Required

The language used throughout the course, in both instruction and assessments.

English(5,399)

Spanish(2,352)

French(2,156)

Portuguese (Brazil)(2,148)

Learning Product
Required

Guided Projects(418)

Build job-relevant skills in under 2 hours with hands-on tutorials.

Courses(4,760)

Learn from top instructors with graded assignments, videos, and discussion forums.

Projects(119)

Learn a new tool or skill in an interactive, hands-on environment.

Specializations(675)

Get in-depth knowledge of a subject by completing a series of courses and projects.

Professional Certificates(92)

Earn career credentials from industry leaders that demonstrate your expertise.

MasterTrack® Certificates(6)

Earn career credentials while taking courses that count towards your Master’s degree.

Degrees(34)

Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.

Postgraduate Diploma(1)

Complete graduate-level learning without committing to a full degree program.

Graduate Certificates(18)

Earn a university-issued career credential in a flexible, interactive format.

University Certificates(1)

Graduate level learning within reach.

Level
Required

Beginner(2,808)

Intermediate(2,488)

Advanced(334)

Mixed(434)

Duration
Required

Less Than 2 Hours(537)

1-4 Weeks(2,616)

1-3 Months(2,246)

3-6 Months(657)

6-12 Months(26)

1-4 Years(34)

Skills
Required

Generative AI(710)

Artificial Intelligence(705)

Machine Learning(686)

Applied Machine Learning(648)

Subtitles
Required

English(5,682)

Spanish(2,553)

French(2,367)

Arabic(2,298)

Educator
Required

Packt(711)

Google Cloud(463)

Coursera Project Network(405)

Coursera Instructor Network(243)

Results for "advanced machine learning"

Status: New
Packt
Continuous Integration Mastery with Jenkins
Skills you'll gain: Jenkins, CI/CD, Continuous Integration, Docker (Software), GitLab, Continuous Delivery, DevOps, Containerization, Git (Version Control System), Continuous Deployment, GitHub, Code Review
Intermediate · Course · 1 - 3 Months
Google Cloud
Responsible AI for Developers: Interpretability & Transparency - Bahasa Indonesia
Skills you'll gain: Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Software Visualization, Machine Learning, Technical Communication
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Responsible AI for Developers: Fairness & Bias - Indonesian
Skills you'll gain: Data Ethics, Artificial Intelligence, Google Cloud Platform, Open Source Technology, Tensorflow, Machine Learning
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
Advanced Detailing, Roof Design & Texturing
Skills you'll gain: 3D Modeling, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Game Design, Design Elements And Principles
Advanced · Course · 1 - 3 Months
Google Cloud
Work with Gemini Models in BigQuery - Bahasa Indonesia
Skills you'll gain: Generative AI, Customer Relationship Management, Predictive Modeling, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), SQL, Google Cloud Platform, Jupyter, Big Data, Business Solutions
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Vector Search and Embeddings - 简体中文
Skills you'll gain: Large Language Modeling, Text Mining, Google Cloud Platform, Natural Language Processing, Information Architecture, Applied Machine Learning, Algorithms
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Work with Gemini Models in BigQuery - Português Brasileiro
Skills you'll gain: Generative AI, Google Cloud Platform, Customer Relationship Management, Predictive Modeling, SQL, Big Data, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Feature Engineering - Italiano
Skills you'll gain: Feature Engineering, Tensorflow, MLOps (Machine Learning Operations), Data Processing, Data Pipelines, Keras (Neural Network Library), Data Transformation, Data Modeling, Machine Learning
Intermediate · Course · 1 - 3 Months
Google Cloud
Responsible AI: Applying AI Principles with GC - 日本語版
Skills you'll gain: Data Ethics, Business Ethics, Artificial Intelligence, Governance, Regulatory Compliance, Compliance Management, Data Governance, Google Cloud Platform, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Course · 1 - 3 Months
Status: New
Packt
What's New in .NET and C#
Skills you'll gain: Cross Platform Development, C# (Programming Language), .NET Framework, Performance Tuning, Development Environment, Microsoft Development Tools, Application Security, Debugging
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
SkillUp EdTech
Social Media Management
Skills you'll gain:
Intermediate · Course
Status: New
University of Illinois Urbana-Champaign
Understanding Food Regulations & Food Labeling
Skills you'll gain: Good Manufacturing Practices, Food Quality Assurance And Control, Food Safety and Sanitation, Nutrition and Diet, Packaging and Labeling, Regulatory Compliance, Regulatory Affairs, Law, Regulation, and Compliance
Intermediate · Course · 1 - 4 Weeks

Searches related to advanced machine learning

advanced machine learning algorithms

advanced machine learning and deep learning

advanced machine learning on google cloud

advanced ai and machine learning techniques and capstone

advanced methods in machine learning applications

1…500 501 502…511

In summary, here are 10 of our most popular advanced machine learning courses

Continuous Integration Mastery with Jenkins: Packt
Responsible AI for Developers: Interpretability & Transparency - Bahasa Indonesia: Google Cloud
Responsible AI for Developers: Fairness & Bias - Indonesian: Google Cloud
Advanced Detailing, Roof Design & Texturing: Packt
Work with Gemini Models in BigQuery - Bahasa Indonesia: Google Cloud
Vector Search and Embeddings - 简体中文: Google Cloud
Work with Gemini Models in BigQuery - Português Brasileiro: Google Cloud
Feature Engineering - Italiano: Google Cloud
Responsible AI: Applying AI Principles with GC - 日本語版: Google Cloud
What's New in .NET and C#: Packt